In this section, we give a theoretical analysis of generalization performance relating source and target data. In particular, we consider excess risk bound (ERB) as a measure of generalization performance, which is commonly used in the learning theory literature [1]}. The following informal theorem highlights the factors that influence the generalization of target task, which dramatically simplify Theorem REF .
